Vibe Workflows

Pepper Seed Phenotyping and Grading

Breeding & Seed Quality

Pepper seed phenotyping with morphology distributions, calibrated color index, defect screening, and severity scoring for scalable breeding and QC.

Problem

Breeding programs need fast, repeatable trait capture across many samples; manual grading introduces subjectivity and slows iteration.

Vibe solution

Automated imaging workflow exporting morphology distributions and calibrated color index, plus defect/purity classification and severity scoring with traceable outputs.

Measured outcomes

More consistent phenotyping and faster breeding cycles with standardized, comparable measurements across trials.

Partners

Vibe Imaging Analytics

More workflows with Vibe

Breeding & Seed Quality

Corn Phenotyping and Grading Using QM3i Analyzer

High-throughput corn phenotyping and grading with AI-based morphology distributions, calibrated color index, damage detection, and defect severity scoring using QM3i Analyzer technology.

Seed Quality & Food Science

Lentils Analysis and Purity Test Using QM3i Analyzer

Automated digital inspection of lentil purity, calibrated color index, morphology distributions, and defect severity scoring using the QM3i Analyzer.

Food Science & Quality Control

Mixed Rice Ratio Analysis: Basmati, Brown, Red and Wild

Quantify mix ratios and composition in mixed rice using calibrated imaging, segmentation, morphology, and color index classification.